C. Bayan Bruss
- BASED-XAI: Breaking Ablation Studies Down for Explainable Artificial Intelligence
2022/07/12 by Isha Hameed, Hameed, Isha, Samuel Sharpe +13 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Data Mining Algorithms and Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- DeepTrax: Embedding Graphs of Financial Transactions
2019/07/16 by C. Bayan Bruss, Bruss, C. Bayan, Anish Khazane +9 · 4 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Blockchain Technology Applications and Security
- Out-of-Distribution Detection Methods Answer the Wrong Questions
2025/07/02 by Yucen Lily Li, Dan Lu, Li, Yucen Lily +11 · 7 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Simplifying Neural Network Training Under Class Imbalance
2023/12/05 by Ravid Shwartz-Ziv, Shwartz-Ziv, Ravid, Micah Goldblum +7 · 1 voice · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
- From Explanation to Action: An End-to-End Human-in-the-loop Framework for Anomaly Reasoning and Management
2023/04/06 by Xueying Ding, Nikita Seleznev, Ding, Xueying +6 · 1 citation
Business, Management and Accounting · Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Big Data and Business Intelligence #FOS: Computer and information sciences #Healthcare Technology and Patient Monitoring #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- DynaGuard: A Dynamic Guardian Model With User-Defined Policies
2025/09/02 by Monte Hoover, Hoover, Monte, Vatsal Baherwani +17 · 2 citations
Social Sciences · #Access Control and Trust #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)